Ming Li

Graph Conditioned Flow Matching for Uncertain Motion Modeling in Human-Robot Collaboration

Human motion in human-robot collaboration (HRC) is intrinsically stochastic, with repeated task executions often resulting in varied motion trajectories. Predicting such motion thus requires modeling a probability distribution over future states, rather than estimating a single deterministic path. Although diffusion-ba...